Research

Publications and Preprints

  1. Distance to Healthy Metabolic and Cardiovascular Dynamics From Fetal Heart Rate Scale-Dependent Features in Pregnant Sheep Model of Human Labor Predicts the Evolution of Acidemia and Cardiovascular Decompensation
    Authors: Stephane G. Roux, Nicolas B. Garnier, Patrice Abry, Nathan Gold, Martin G. Frasch
    Journal: Front. Pediatr., 03 August 2021. Sec. Neonatology
  2. Fetal Cardiovascular Decompensation During Labour Predicted From Individual Heart Rate: A Prospective Study in Fetal Sheep Near Term and the Impact of Low Sampling Rate
    Authors: Nathan Gold, Christophe Herry, Xiaogang Wang, Martin G. Frasch
    Journal: Front. Pediatr., 03 August 2021. Sec. Neonatology
  3. Fetal cerebral perfusion is better than fetal acidaemia for the prediction of brain injury and might be assessable by sophisticated fetal heart rate metrics
    Authors: Nathan Gold, Martin G. Frasch
    Journal: British Journal of Obstetrics and Gynaecology, Volume 128, Issue 9, 2021.
  4. "Using polygraph to detect passengers carrying illegal items"
    Authors: Runxin Yu, Si Jia Wu, Audrey Huang, Nathan Gold, Huaxiong Huang, Genyue Fu, Kang Lee
    Journal: Front. Psychol., 25 February 2019 Sec. Emotion Science.
  5. "What Current Flows Through a Resistor?"
    Authors: Bob Eisenberg, Nathan Gold, Zilong Song, Huaxiong Huang
    Journal: Preprint, 2018/07, 2018.
  6. "Vertebral artery fusiform aneurysm geometry in predicting rupture risk"
    Authors: Xiukun Xiao, Nathan Gold, Yibin Fang, Shxin Xu, Yongxin Zhang, Jianmin Lu, Arvind Gupta, Huaxiong Huang
    Journal: Royal Society Open Science, Volume 5, Issue 10, 2018.
  7. "FX Volatility Prediction and Insights from Tick Data and Market Events"
    Authors: Sebastian Jaimungal, Tom Salisbury, Huaxiong Huang, Matheus Grasselli, Yicheng Chen, Nathan Gold, Yifan Li, Yichen Zhu, Andrew Day, Victor Mouquin, You Zhou, Mengjin Zhao, Yadong Yan, Wentao Hu, Bin Teng, Xing Li, Zhixing Fei
    Journal: Technical report for Oanda Corp, 2018.
  8. "Change Point Detection in Noisy Non-Stationary Biological Signals"
    Authors: Nathan Gold, Martin G. Frasch, Xiaogang Wang
    Journal: Frontiers in Physiology, 8:1112.
  9. "Bayesian Online Change-Point Detection and Forecasting for Returns of the U.S. Dollar Index and Equity Markets"
    Authors: Xin Ye, Nathan Gold, Huaxiong Huang, Xiaogang Wang
    Journal: Preprint, 2018/04, 2017.
  10. "Liquidity and Volatility Commonality in the Canadian Stock Market"
    Authors: Nathan Gold, Qiming Wang, Melanie Cao, Huaxiong Huang
    Journal: Mathematics-In-Industry Case Studies, 8:7.
  11. "A Study of RMB Exchange Rate Volatility Change Points Based on Bayesian Online Change Point Detection"
    Authors: Xin Ye, Nathan Gold, Huaxiong Huang
    Journal: Proceedings of the International Conference of Management Science and Engineering, 2016.
  12. "Prediction and optimal scheduling of advertisements in linear television"
    Authors: Mark J Panaggio, Pak-Wing Fok, Ghan S Bhatt, Simon Burhoe, Michael Capps, Christina J Edholm, Fadoua El Moustaid, Tegan Emerson, Star-Lena Estock, Nathan Gold, Ryan Halabi, Madelyn Houser, Peter R Kramer, Hsuan-Wei Lee, Qingxia Li, Weiqiang Li, Dan Lu, Yuzhou Qian, Louis F Rossi, Deborah Shutt, Vicky Chuqiao Yang, Yingxiang Zhou
    Journal: Technical report for Clypd, Inc, 2016.
  13. "A mathematical model of fetal cardiovascular and metabolic responses to umbilical cord occlusions"
    Authors: Nathan Gold, Qiming Wang, Martin G. Frasch, Huaxiong Huang, Marc Thiriet, Xiaogang Wang
    Journal: Reproductive Sciences, 23(1), 2016.
  14. "Mathematical Model of Cardiovascular and Metabolic Responses to Umbilical Cord Occlusions in Fetal Sheep"
    Authors: Qiming Wang, Nathan Gold, Martin G. Frasch, Huaxiong Huang, Marc Thiriet, Xiaogang Wang
    Journal: Bulletin of Mathematical Biology, 77(12):2265-2293, 2015.
  15. "Adaptive shut-down of EEG activity predicts critical acidemia in near-term ovine fetus"
    Authors: Martin G. Frasch, Daniel L. Durosier, Mingju Cao, Brian Matushewski, Leslie Keenliside, Yoram Louzoun, Michael G. Ross, Bryan S. Richardson
    Journal: Physiological Reports, 3(e12435), 2015.
  16. "Prediction of Fetal Cardiovascular Decompensation During Labour From Heart Rate Variability: Validation in Fetal Sheep Model of Human Labour"
    Nathan Gold, Xiaogang Wang, Christophe Herry, Martin G. Frasch
    Journal: Reproductive Sciences, 22(1), 2015.

    17. Talks

    • October 2019: TEDx Talk, TedxUofTSalon: Intersections, Toronto, Canada: The Stories Our Bodies Tell - Mathematics in Medicine
    • May 2019: Left to the Reader, York University Graduate Student Seminar, York University, Toronto, Canada: Dimensional Analysis and Nondimensionalisation at Work in Modelling Food
    • April 2019: InFoMM Graduate Modelling Camp, Mathematical Institute, University of Oxford, Oxford UK: How to Make a Really Good Smoothie - Modelling
    • May 2018: Workshop on Mathematical Finance, China Academy of Research for Finance CAFR), Shanghai Advanced Institute of Finance, Shanhai Jiao Tong University, Shanghai, China: "Change-Point Detection of the U.S. Dollar Index and Equity Markets"
    • May 2018: 2018 Fields-China Joint Industrial Problem Solving Workshop in Finance, Shanghai University of Finance and Economics, Shanghai, China: "FX Volatility Prediction and Insights from Tick Data and Market Events - OANDA Group"
    • September 2017: Left to the Reader, York University Graduate Student Seminar, York University, Toronto, Canada: "Change-point detection for noisy non-stationary biological signals"
    • September 2017: Waves in Neural Media, Focus Program on Multi-scale Modelling of Wave Structures in Tissues, Fields Institute, Toronto, Canada: "Change-point detection for noisy non-stationary biological signals"
    • May 2017: Fields-China Joint Industrial Problem Solving Workshop in Finance, Fields Institute, Toronto, Canada: "Broker and Trader Analysis - The TMX Group"
    • December 2016: Mathematical Modelling in Medicine/Biology Workshop, Yau Mathematical Sciences Center, Sanya, China: "Mathematical Modelling of Fetal Cardiovascular and Metabolic Response to Acidemia During Labour"
    • November 2016: Inverse Problems and Image Analysis Seminar, Fields Institute, Toronto, Canada: "Mathematical Modelling of Fetal Cardiovascular and Metabolic Response to Acidemia During Labour"
    • August 2016: Fields Industrial Problem Solving Workship, Fields Institute, Toronto, Canada: "Mainstreet Research: Improving online polling results"
    • March 2016: Society for Reproductive Investigation 63rd Annual Scientific Meeting, Montreal, Canada: "A mathematical model of fetal cardiovascular and metabolic responses to umbilical cord occlusions"
    • June 2015: Graduate Student Mathematical Modelling Camp, Rensselaer Polytechnical Institute, Troy, USA: "Risky Business: Localized Factor Model for Credit Risk Analysis"
    • May 2015: The 2015 Big Data Industrial Problem Solving Workshop, Fields Institute, Toronto, Canada: "TMX Group: Identification of Causal Factors Between Liquidity and Volatility"
    • March 2015: Society for Reproductive Investigation 62nd Annual Scientific Meeting, San Francisco, USA: "Prediction of fetal cardiovascular decompensation during labour from heart rate variability"
    • February 2015: Canadian National Perinatal Research Meeting 2015, Montebello, Canada: "Prediction of fetal cardiovascular decompensation during labour from heart rate variability"
    • August 2014: Fields-Mprime Industrial Problem Solving Workshop, Toronto, Canada: "Estimating long-term risk using short-term data"
    • July 2014: Problem Solving Workshop on Neurovascular Coupling and Developing Brain, Fields Institute, Toronto, Canada: "Physiological fetal distress pattern due to umbilical cord occlusion: data driven modelling"